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Yunzhe Wang ORCID

The following bibliography contains all publications indexed in this database that are linked with this name as either author, editor or any other kind of contributor.

  1. Liu, Lu / Fu, Qiming / Lu, You / Wang, Yunzhe / Wu, Hongjie / Chen, Jianping (2023): CorrDQN-FS: A two-stage feature selection method for energy consumption prediction via deep reinforcement learning. In: Journal of Building Engineering, v. 80 (December 2023).

    https://doi.org/10.1016/j.jobe.2023.108044

  2. He, Kun / Fu, Qiming / Lu, You / Ma, Jie / Zheng, Yi / Wang, Yunzhe / Chen, Jianping (2024): Efficient model-free control of chiller plants via cluster-based deep reinforcement learning. In: Journal of Building Engineering, v. 82 (April 2024).

    https://doi.org/10.1016/j.jobe.2023.108345

  3. Zhang, Ying / Chen, Xiyao / Fu, Qiming / Chen, Jianping / Wang, Yunzhe / Lu, You / Liu, Lanhui (2024): Priori knowledge-based deep reinforcement learning control for fan coil unit system. In: Journal of Building Engineering, v. 82 (April 2024).

    https://doi.org/10.1016/j.jobe.2023.108157

  4. Wang, Huixue / Wang, Yunzhe / Lu, You / Fu, Qiming / Chen, Jianping (2023): Visual interpretation of deep deterministic policy gradient models for energy consumption prediction. In: Journal of Building Engineering, v. 79 (November 2023).

    https://doi.org/10.1016/j.jobe.2023.107847

  5. Zhang, Wei / Wang, Yunzhe / Wang, Jianyou / Zhang, Zihan / Wang, Zhaoliang (2023): Reducing kitchen gas consumption by designing a heat gathering shield with guide rings for a domestic gas stove. In: Energy and Buildings, v. 296 (October 2023).

    https://doi.org/10.1016/j.enbuild.2023.113384

  6. Fu, Qiming / Li, Zhu / Ding, Zhengkai / Chen, Jianping / Luo, Jun / Wang, Yunzhe / Lu, You (2023): ED-DQN: An event-driven deep reinforcement learning control method for multi-zone residential buildings. In: Building and Environment, v. 242 (August 2023).

    https://doi.org/10.1016/j.buildenv.2023.110546

  7. He, Kun / Fu, Qiming / Lu, You / Wang, Yunzhe / Luo, Jun / Wu, Hongjie / Chen, Jianping (2023): Predictive control optimization of chiller plants based on deep reinforcement learning. In: Journal of Building Engineering, v. 76 (October 2023).

    https://doi.org/10.1016/j.jobe.2023.107158

  8. Fu, Qiming / Liu, Lu / Zhao, Lifan / Wang, Yunzhe / Zheng, Yi / Lu, You / Chen, Jianping (2023): Predictive control of power demand peak regulation based on deep reinforcement learning. In: Journal of Building Engineering, v. 75 (September 2023).

    https://doi.org/10.1016/j.jobe.2023.106992

  9. Han, Zhicong / Fu, Qiming / Chen, Jianping / Wang, Yunzhe / Lu, You / Wu, Hongjie / Gui, Hongguan (2022): Deep Forest-Based DQN for Cooling Water System Energy Saving Control in HVAC. In: Buildings, v. 12, n. 11 (27 October 2022).

    https://doi.org/10.3390/buildings12111787

  10. Jin, Wei / Fu, Qiming / Chen, Jianping / Wang, Yunzhe / Liu, Lanhui / Lu, You / Wu, Hongjie (2023): A novel building energy consumption prediction method using deep reinforcement learning with consideration of fluctuation points. In: Journal of Building Engineering, v. 63 (January 2023).

    https://doi.org/10.1016/j.jobe.2022.105458

  11. Fu, Qiming / Han, Zhicong / Chen, Jianping / Lu, You / Wu, Hongjie / Wang, Yunzhe (2022): Applications of reinforcement learning for building energy efficiency control: A review. In: Journal of Building Engineering, v. 50 (June 2022).

    https://doi.org/10.1016/j.jobe.2022.104165

  12. Fu, Qiming / Li, Ke / Chen, Jianping / Wang, Junqi / Lu, You / Wang, Yunzhe (2022): Building Energy Consumption Prediction Using a Deep-Forest-Based DQN Method. In: Buildings, v. 12, n. 2 (18 January 2022).

    https://doi.org/10.3390/buildings12020131

  13. Shen, Yachen / Chen, Jianping / Fu, Qiming / Wu, Hongjie / Wang, Yunzhe / Lu, You (2021): Detection of District Heating Pipe Network Leakage Fault Using UCB Arm Selection Method. In: Buildings, v. 11, n. 7 (30 June 2021).

    https://doi.org/10.3390/buildings11070275

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